Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 160359 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.7 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 3 |
Unnamed: 0.1 is highly correlated with unit_ID | High correlation |
unit_ID is highly correlated with Unnamed: 0.1 | High correlation |
cycles is highly correlated with RUL | High correlation |
setting_1 is highly correlated with setting_2 and 19 other fields | High correlation |
setting_2 is highly correlated with setting_1 and 19 other fields | High correlation |
setting_3 is highly correlated with T24 and 12 other fields | High correlation |
T2 is highly correlated with setting_1 and 19 other fields | High correlation |
T24 is highly correlated with setting_1 and 21 other fields | High correlation |
T30 is highly correlated with setting_1 and 21 other fields | High correlation |
T50 is highly correlated with setting_1 and 21 other fields | High correlation |
P2 is highly correlated with setting_1 and 19 other fields | High correlation |
P15 is highly correlated with setting_1 and 19 other fields | High correlation |
P30 is highly correlated with setting_1 and 19 other fields | High correlation |
Nf is highly correlated with setting_1 and 21 other fields | High correlation |
Nc is highly correlated with setting_1 and 21 other fields | High correlation |
epr is highly correlated with setting_1 and 21 other fields | High correlation |
Ps30 is highly correlated with setting_1 and 21 other fields | High correlation |
phi is highly correlated with setting_1 and 19 other fields | High correlation |
NRf is highly correlated with setting_3 and 1 other fields | High correlation |
NRc is highly correlated with setting_1 and 21 other fields | High correlation |
BPR is highly correlated with setting_1 and 21 other fields | High correlation |
farB is highly correlated with setting_1 and 19 other fields | High correlation |
htBleed is highly correlated with setting_1 and 21 other fields | High correlation |
Nf_dmd is highly correlated with setting_1 and 21 other fields | High correlation |
PCNfR_dmd is highly correlated with setting_3 and 12 other fields | High correlation |
W31 is highly correlated with setting_1 and 19 other fields | High correlation |
W32 is highly correlated with setting_1 and 19 other fields | High correlation |
RUL is highly correlated with cycles | High correlation |
Unnamed: 0.1 is highly correlated with unit_ID | High correlation |
unit_ID is highly correlated with Unnamed: 0.1 | High correlation |
cycles is highly correlated with RUL | High correlation |
setting_1 is highly correlated with setting_2 and 18 other fields | High correlation |
setting_2 is highly correlated with setting_1 and 19 other fields | High correlation |
setting_3 is highly correlated with T30 and 11 other fields | High correlation |
T2 is highly correlated with setting_1 and 19 other fields | High correlation |
T24 is highly correlated with setting_1 and 19 other fields | High correlation |
T30 is highly correlated with setting_1 and 22 other fields | High correlation |
T50 is highly correlated with setting_1 and 22 other fields | High correlation |
P2 is highly correlated with setting_1 and 19 other fields | High correlation |
P15 is highly correlated with setting_1 and 19 other fields | High correlation |
P30 is highly correlated with setting_1 and 19 other fields | High correlation |
Nf is highly correlated with setting_1 and 22 other fields | High correlation |
Nc is highly correlated with setting_1 and 22 other fields | High correlation |
epr is highly correlated with setting_1 and 22 other fields | High correlation |
Ps30 is highly correlated with setting_1 and 22 other fields | High correlation |
phi is highly correlated with setting_1 and 19 other fields | High correlation |
NRf is highly correlated with setting_3 and 11 other fields | High correlation |
NRc is highly correlated with setting_2 and 21 other fields | High correlation |
BPR is highly correlated with setting_1 and 22 other fields | High correlation |
farB is highly correlated with setting_1 and 19 other fields | High correlation |
htBleed is highly correlated with setting_1 and 22 other fields | High correlation |
Nf_dmd is highly correlated with setting_1 and 22 other fields | High correlation |
PCNfR_dmd is highly correlated with setting_3 and 11 other fields | High correlation |
W31 is highly correlated with setting_1 and 19 other fields | High correlation |
W32 is highly correlated with setting_1 and 19 other fields | High correlation |
RUL is highly correlated with cycles | High correlation |
Unnamed: 0.1 is highly correlated with unit_ID | High correlation |
unit_ID is highly correlated with Unnamed: 0.1 | High correlation |
setting_1 is highly correlated with setting_2 and 18 other fields | High correlation |
setting_2 is highly correlated with setting_1 and 18 other fields | High correlation |
setting_3 is highly correlated with PCNfR_dmd | High correlation |
T2 is highly correlated with setting_1 and 18 other fields | High correlation |
T24 is highly correlated with setting_1 and 19 other fields | High correlation |
T30 is highly correlated with setting_1 and 19 other fields | High correlation |
T50 is highly correlated with setting_1 and 19 other fields | High correlation |
P2 is highly correlated with setting_1 and 18 other fields | High correlation |
P15 is highly correlated with setting_1 and 18 other fields | High correlation |
P30 is highly correlated with setting_1 and 19 other fields | High correlation |
Nf is highly correlated with setting_1 and 19 other fields | High correlation |
Nc is highly correlated with setting_1 and 19 other fields | High correlation |
epr is highly correlated with setting_1 and 19 other fields | High correlation |
Ps30 is highly correlated with setting_1 and 19 other fields | High correlation |
phi is highly correlated with setting_1 and 19 other fields | High correlation |
NRc is highly correlated with T24 and 12 other fields | High correlation |
BPR is highly correlated with setting_1 and 19 other fields | High correlation |
farB is highly correlated with setting_1 and 19 other fields | High correlation |
htBleed is highly correlated with setting_1 and 19 other fields | High correlation |
Nf_dmd is highly correlated with setting_1 and 19 other fields | High correlation |
PCNfR_dmd is highly correlated with setting_3 | High correlation |
W31 is highly correlated with setting_1 and 18 other fields | High correlation |
W32 is highly correlated with setting_1 and 18 other fields | High correlation |
PCNfR_dmd is highly correlated with setting_3 | High correlation |
setting_3 is highly correlated with PCNfR_dmd | High correlation |
Unnamed: 0 is highly correlated with Unnamed: 0.1 and 19 other fields | High correlation |
Unnamed: 0.1 is highly correlated with Unnamed: 0 and 1 other fields | High correlation |
unit_ID is highly correlated with Unnamed: 0 and 1 other fields | High correlation |
cycles is highly correlated with failure and 1 other fields | High correlation |
setting_1 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
setting_2 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
setting_3 is highly correlated with setting_1 and 21 other fields | High correlation |
T2 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
T24 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
T30 is highly correlated with setting_1 and 22 other fields | High correlation |
T50 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
P2 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
P15 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
P30 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
Nf is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
Nc is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
epr is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
Ps30 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
phi is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
NRf is highly correlated with setting_1 and 21 other fields | High correlation |
NRc is highly correlated with setting_1 and 22 other fields | High correlation |
BPR is highly correlated with setting_1 and 22 other fields | High correlation |
farB is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
htBleed is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
Nf_dmd is highly correlated with Unnamed: 0 and 20 other fields | High correlation |
PCNfR_dmd is highly correlated with setting_1 and 21 other fields | High correlation |
W31 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
W32 is highly correlated with Unnamed: 0 and 23 other fields | High correlation |
failure is highly correlated with cycles and 1 other fields | High correlation |
RUL is highly correlated with cycles and 1 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
setting_2 has 13484 (8.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-04-13 14:51:07.893125 |
|---|---|
| Analysis finished | 2022-04-13 14:53:58.592135 |
| Duration | 2 minutes and 50.7 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 160359 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80179 |
| Minimum | 0 |
|---|---|
| Maximum | 160358 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8017.9 |
| Q1 | 40089.5 |
| median | 80179 |
| Q3 | 120268.5 |
| 95-th percentile | 152340.1 |
| Maximum | 160358 |
| Range | 160358 |
| Interquartile range (IQR) | 80179 |
Descriptive statistics
| Standard deviation | 46291.80025 |
|---|---|
| Coefficient of variation (CV) | 0.5773556698 |
| Kurtosis | -1.2 |
| Mean | 80179 |
| Median Absolute Deviation (MAD) | 40090 |
| Skewness | 0 |
| Sum | 1.285742426 × 1010 |
| Variance | 2142930770 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 106909 | 1 | < 0.1% |
| 106902 | 1 | < 0.1% |
| 106903 | 1 | < 0.1% |
| 106904 | 1 | < 0.1% |
| 106905 | 1 | < 0.1% |
| 106906 | 1 | < 0.1% |
| 106907 | 1 | < 0.1% |
| 106908 | 1 | < 0.1% |
| 106910 | 1 | < 0.1% |
| Other values (160349) | 160349 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 160358 | 1 | |
| 160357 | 1 | |
| 160356 | 1 | |
| 160355 | 1 | |
| 160354 | 1 | |
| 160353 | 1 | |
| 160352 | 1 | |
| 160351 | 1 | |
| 160350 | 1 | |
| 160349 | 1 |
| Distinct | 61249 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23940.1165 |
| Minimum | 0 |
|---|---|
| Maximum | 61248 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2004 |
| Q1 | 10022 |
| median | 20044 |
| Q3 | 37458.5 |
| 95-th percentile | 53494.1 |
| Maximum | 61248 |
| Range | 61248 |
| Interquartile range (IQR) | 27436.5 |
Descriptive statistics
| Standard deviation | 16645.56457 |
|---|---|
| Coefficient of variation (CV) | 0.6953000654 |
| Kurtosis | -0.9316470364 |
| Mean | 23940.1165 |
| Median Absolute Deviation (MAD) | 12486 |
| Skewness | 0.4780105119 |
| Sum | 3839013142 |
| Variance | 277074819.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 13781 | 4 | < 0.1% |
| 13759 | 4 | < 0.1% |
| 13758 | 4 | < 0.1% |
| 13757 | 4 | < 0.1% |
| 13756 | 4 | < 0.1% |
| 13755 | 4 | < 0.1% |
| 13754 | 4 | < 0.1% |
| 13753 | 4 | < 0.1% |
| 13752 | 4 | < 0.1% |
| Other values (61239) | 160319 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 4 | |
| 2 | 4 | |
| 3 | 4 | |
| 4 | 4 | |
| 5 | 4 | |
| 6 | 4 | |
| 7 | 4 | |
| 8 | 4 | |
| 9 | 4 |
| Value | Count | Frequency (%) |
| 61248 | 1 | |
| 61247 | 1 | |
| 61246 | 1 | |
| 61245 | 1 | |
| 61244 | 1 | |
| 61243 | 1 | |
| 61242 | 1 | |
| 61241 | 1 | |
| 61240 | 1 | |
| 61239 | 1 |
| Distinct | 260 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.5537575 |
| Minimum | 1 |
|---|---|
| Maximum | 260 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 44 |
| median | 89 |
| Q3 | 164 |
| 95-th percentile | 237 |
| Maximum | 260 |
| Range | 259 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 72.86732493 |
|---|---|
| Coefficient of variation (CV) | 0.6903337849 |
| Kurtosis | -0.988565947 |
| Mean | 105.5537575 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 0.4458773893 |
| Sum | 16926495 |
| Variance | 5309.647042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96 | 1305 | 0.8% |
| 88 | 1288 | 0.8% |
| 10 | 1241 | 0.8% |
| 55 | 1221 | 0.8% |
| 94 | 1205 | 0.8% |
| 18 | 1194 | 0.7% |
| 9 | 1140 | 0.7% |
| 34 | 1135 | 0.7% |
| 71 | 1123 | 0.7% |
| 2 | 1108 | 0.7% |
| Other values (250) | 148399 |
| Value | Count | Frequency (%) |
| 1 | 921 | |
| 2 | 1108 | |
| 3 | 914 | |
| 4 | 970 | |
| 5 | 829 | |
| 6 | 972 | |
| 7 | 1078 | |
| 8 | 798 | |
| 9 | 1140 | |
| 10 | 1241 |
| Value | Count | Frequency (%) |
| 260 | 316 | |
| 259 | 205 | |
| 258 | 143 | |
| 257 | 309 | |
| 256 | 163 | |
| 255 | 340 | |
| 254 | 260 | |
| 253 | 149 | |
| 252 | 135 | 0.1% |
| 251 | 266 |
| Distinct | 543 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.3313378 |
| Minimum | 1 |
|---|---|
| Maximum | 543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 57 |
| median | 114 |
| Q3 | 173 |
| 95-th percentile | 276 |
| Maximum | 543 |
| Range | 542 |
| Interquartile range (IQR) | 116 |
Descriptive statistics
| Standard deviation | 83.53814553 |
|---|---|
| Coefficient of variation (CV) | 0.6773472745 |
| Kurtosis | 0.8325328473 |
| Mean | 123.3313378 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.8471574213 |
| Sum | 19777290 |
| Variance | 6978.621759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 709 | 0.4% |
| 66 | 709 | 0.4% |
| 96 | 709 | 0.4% |
| 95 | 709 | 0.4% |
| 94 | 709 | 0.4% |
| 93 | 709 | 0.4% |
| 92 | 709 | 0.4% |
| 91 | 709 | 0.4% |
| 90 | 709 | 0.4% |
| 89 | 709 | 0.4% |
| Other values (533) | 153269 |
| Value | Count | Frequency (%) |
| 1 | 709 | |
| 2 | 709 | |
| 3 | 709 | |
| 4 | 709 | |
| 5 | 709 | |
| 6 | 709 | |
| 7 | 709 | |
| 8 | 709 | |
| 9 | 709 | |
| 10 | 709 |
| Value | Count | Frequency (%) |
| 543 | 1 | |
| 542 | 1 | |
| 541 | 1 | |
| 540 | 1 | |
| 539 | 1 | |
| 538 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 535 | 1 | |
| 534 | 1 |
| Distinct | 670 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.21197311 |
| Minimum | -0.0087 |
|---|---|
| Maximum | 42.008 |
| Zeros | 1133 |
| Zeros (%) | 0.7% |
| Negative | 22272 |
| Negative (%) | 13.9% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -0.0087 |
|---|---|
| 5-th percentile | -0.002 |
| Q1 | 0.0013 |
| median | 19.9981 |
| Q3 | 35.0015 |
| 95-th percentile | 42.0052 |
| Maximum | 42.008 |
| Range | 42.0167 |
| Interquartile range (IQR) | 35.0002 |
Descriptive statistics
| Standard deviation | 16.52798837 |
|---|---|
| Coefficient of variation (CV) | 0.9602611081 |
| Kurtosis | -1.476667288 |
| Mean | 17.21197311 |
| Median Absolute Deviation (MAD) | 19.9959 |
| Skewness | 0.3026356858 |
| Sum | 2760094.796 |
| Variance | 273.1743996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0004 | 1465 | 0.9% |
| 0.0002 | 1441 | 0.9% |
| 0.0001 | 1414 | 0.9% |
| 0.0005 | 1410 | 0.9% |
| 0.0006 | 1409 | 0.9% |
| 0.0007 | 1383 | 0.9% |
| 0.0003 | 1373 | 0.9% |
| 0.0009 | 1339 | 0.8% |
| 0.0008 | 1312 | 0.8% |
| 0.001 | 1290 | 0.8% |
| Other values (660) | 146523 |
| Value | Count | Frequency (%) |
| -0.0087 | 1 | < 0.1% |
| -0.0086 | 2 | |
| -0.0085 | 1 | < 0.1% |
| -0.0084 | 1 | < 0.1% |
| -0.0082 | 2 | |
| -0.0081 | 2 | |
| -0.0079 | 1 | < 0.1% |
| -0.0078 | 3 | |
| -0.0075 | 3 | |
| -0.0074 | 4 |
| Value | Count | Frequency (%) |
| 42.008 | 139 | |
| 42.0079 | 306 | |
| 42.0078 | 295 | |
| 42.0077 | 299 | |
| 42.0076 | 287 | |
| 42.0075 | 284 | |
| 42.0074 | 281 | |
| 42.0073 | 258 | |
| 42.0072 | 269 | |
| 42.0071 | 302 |
| Distinct | 111 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4100036605 |
| Minimum | -0.0006 |
|---|---|
| Maximum | 0.842 |
| Zeros | 13484 |
| Zeros (%) | 8.4% |
| Negative | 20249 |
| Negative (%) | 12.6% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -0.0006 |
|---|---|
| 5-th percentile | -0.0003 |
| Q1 | 0.0002 |
| median | 0.62 |
| Q3 | 0.84 |
| 95-th percentile | 0.8413 |
| Maximum | 0.842 |
| Range | 0.8426 |
| Interquartile range (IQR) | 0.8398 |
Descriptive statistics
| Standard deviation | 0.367938243 |
|---|---|
| Coefficient of variation (CV) | 0.8974023366 |
| Kurtosis | -1.803435447 |
| Mean | 0.4100036605 |
| Median Absolute Deviation (MAD) | 0.222 |
| Skewness | -0.01587502946 |
| Sum | 65747.777 |
| Variance | 0.1353785506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.84 | 23617 | 14.7% |
| 0 | 13484 | 8.4% |
| 0.25 | 8824 | 5.5% |
| 0.62 | 8811 | 5.5% |
| 0.7 | 8731 | 5.4% |
| 0.0003 | 4963 | 3.1% |
| 0.0001 | 4956 | 3.1% |
| 0.0002 | 4947 | 3.1% |
| 0.0004 | 4891 | 3.1% |
| -0.0003 | 4610 | 2.9% |
| Other values (101) | 72525 |
| Value | Count | Frequency (%) |
| -0.0006 | 62 | < 0.1% |
| -0.0005 | 2105 | 1.3% |
| -0.0004 | 4465 | 2.8% |
| -0.0003 | 4610 | 2.9% |
| -0.0002 | 4580 | 2.9% |
| -0.0001 | 4427 | 2.8% |
| 0 | 13484 | |
| 0.0001 | 4956 | 3.1% |
| 0.0002 | 4947 | 3.1% |
| 0.0003 | 4963 | 3.1% |
| Value | Count | Frequency (%) |
| 0.842 | 589 | |
| 0.8419 | 1086 | |
| 0.8418 | 1146 | |
| 0.8417 | 1079 | |
| 0.8416 | 1175 | |
| 0.8415 | 1148 | |
| 0.8414 | 1175 | |
| 0.8413 | 1200 | |
| 0.8412 | 1104 | |
| 0.8411 | 1124 |
setting_3
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 100.0 | |
|---|---|
| 60.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.893108588 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100.0 |
|---|---|
| 2nd row | 100.0 |
| 3rd row | 100.0 |
| 4th row | 100.0 |
| 5th row | 60.0 |
Common Values
| Value | Count | Frequency (%) |
| 100.0 | 143218 | |
| 60.0 | 17141 | 10.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 100.0 | 143218 | |
| 60.0 | 17141 | 10.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 485.84089 |
| Minimum | 445 |
|---|---|
| Maximum | 518.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 445 |
|---|---|
| 5-th percentile | 445 |
| Q1 | 449.44 |
| median | 489.05 |
| Q3 | 518.67 |
| 95-th percentile | 518.67 |
| Maximum | 518.67 |
| Range | 73.67 |
| Interquartile range (IQR) | 69.23 |
Descriptive statistics
| Standard deviation | 30.42038815 |
|---|---|
| Coefficient of variation (CV) | 0.06261389021 |
| Kurtosis | -1.628882978 |
| Mean | 485.84089 |
| Median Absolute Deviation (MAD) | 29.62 |
| Skewness | -0.1755897193 |
| Sum | 77908959.28 |
| Variance | 925.4000151 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 518.67 | 62633 | |
| 445 | 28853 | |
| 489.05 | 17320 | 10.8% |
| 491.19 | 17213 | 10.7% |
| 449.44 | 17199 | 10.7% |
| 462.54 | 17141 | 10.7% |
| Value | Count | Frequency (%) |
| 445 | 28853 | |
| 449.44 | 17199 | 10.7% |
| 462.54 | 17141 | 10.7% |
| 489.05 | 17320 | 10.8% |
| 491.19 | 17213 | 10.7% |
| 518.67 | 62633 |
| Value | Count | Frequency (%) |
| 518.67 | 62633 | |
| 491.19 | 17213 | 10.7% |
| 489.05 | 17320 | 10.8% |
| 462.54 | 17141 | 10.7% |
| 449.44 | 17199 | 10.7% |
| 445 | 28853 |
| Distinct | 1799 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 597.3610218 |
| Minimum | 535.48 |
|---|---|
| Maximum | 645.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 535.48 |
|---|---|
| 5-th percentile | 536.76 |
| Q1 | 549.96 |
| median | 605.93 |
| Q3 | 642.34 |
| 95-th percentile | 643.18 |
| Maximum | 645.11 |
| Range | 109.63 |
| Interquartile range (IQR) | 92.38 |
Descriptive statistics
| Standard deviation | 42.47851647 |
|---|---|
| Coefficient of variation (CV) | 0.07111029163 |
| Kurtosis | -1.668798013 |
| Mean | 597.3610218 |
| Median Absolute Deviation (MAD) | 36.94 |
| Skewness | -0.1943949434 |
| Sum | 95792216.09 |
| Variance | 1804.424361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 642.53 | 508 | 0.3% |
| 642.39 | 507 | 0.3% |
| 642.5 | 505 | 0.3% |
| 642.37 | 504 | 0.3% |
| 642.49 | 493 | 0.3% |
| 642.44 | 493 | 0.3% |
| 642.45 | 493 | 0.3% |
| 642.3 | 491 | 0.3% |
| 642.56 | 490 | 0.3% |
| 642.27 | 487 | 0.3% |
| Other values (1789) | 155388 |
| Value | Count | Frequency (%) |
| 535.48 | 2 | |
| 535.51 | 1 | |
| 535.53 | 1 | |
| 535.56 | 1 | |
| 535.58 | 1 | |
| 535.59 | 1 | |
| 535.61 | 2 | |
| 535.62 | 1 | |
| 535.63 | 2 | |
| 535.64 | 1 |
| Value | Count | Frequency (%) |
| 645.11 | 1 | < 0.1% |
| 644.71 | 1 | < 0.1% |
| 644.53 | 2 | |
| 644.52 | 1 | < 0.1% |
| 644.5 | 1 | < 0.1% |
| 644.47 | 2 | |
| 644.45 | 3 | |
| 644.44 | 1 | < 0.1% |
| 644.42 | 1 | < 0.1% |
| 644.41 | 3 |
| Distinct | 15377 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1467.035653 |
| Minimum | 1242.67 |
|---|---|
| Maximum | 1616.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1242.67 |
|---|---|
| 5-th percentile | 1261.009 |
| Q1 | 1357.36 |
| median | 1492.81 |
| Q3 | 1586.59 |
| 95-th percentile | 1596.99 |
| Maximum | 1616.91 |
| Range | 374.24 |
| Interquartile range (IQR) | 229.23 |
Descriptive statistics
| Standard deviation | 118.1752606 |
|---|---|
| Coefficient of variation (CV) | 0.08055377545 |
| Kurtosis | -1.348230086 |
| Mean | 1467.035653 |
| Median Absolute Deviation (MAD) | 100.22 |
| Skewness | -0.3533425157 |
| Sum | 235252370.2 |
| Variance | 13965.39221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1589.06 | 61 | < 0.1% |
| 1590.1 | 57 | < 0.1% |
| 1585.93 | 55 | < 0.1% |
| 1589.55 | 54 | < 0.1% |
| 1587.86 | 53 | < 0.1% |
| 1586.49 | 53 | < 0.1% |
| 1588.28 | 52 | < 0.1% |
| 1589.57 | 52 | < 0.1% |
| 1587.15 | 51 | < 0.1% |
| 1586.23 | 51 | < 0.1% |
| Other values (15367) | 159820 |
| Value | Count | Frequency (%) |
| 1242.67 | 1 | |
| 1242.98 | 1 | |
| 1243.28 | 1 | |
| 1243.51 | 1 | |
| 1243.62 | 1 | |
| 1243.66 | 1 | |
| 1243.73 | 1 | |
| 1244 | 1 | |
| 1244.3 | 1 | |
| 1244.48 | 1 |
| Value | Count | Frequency (%) |
| 1616.91 | 1 | |
| 1615.39 | 2 | |
| 1615.01 | 1 | |
| 1614.93 | 1 | |
| 1614.72 | 1 | |
| 1613.83 | 1 | |
| 1613.62 | 1 | |
| 1613.29 | 1 | |
| 1613 | 2 | |
| 1612.88 | 2 |
| Distinct | 20582 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1260.956434 |
| Minimum | 1023.77 |
|---|---|
| Maximum | 1441.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1023.77 |
|---|---|
| 5-th percentile | 1047.35 |
| Q1 | 1126.83 |
| median | 1271.74 |
| Q3 | 1402.2 |
| 95-th percentile | 1418.41 |
| Maximum | 1441.49 |
| Range | 417.72 |
| Interquartile range (IQR) | 275.37 |
Descriptive statistics
| Standard deviation | 136.3000728 |
|---|---|
| Coefficient of variation (CV) | 0.1080926105 |
| Kurtosis | -1.567224122 |
| Mean | 1260.956434 |
| Median Absolute Deviation (MAD) | 136.35 |
| Skewness | -0.1917854736 |
| Sum | 202205712.8 |
| Variance | 18577.70984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1401.99 | 41 | < 0.1% |
| 1402.89 | 39 | < 0.1% |
| 1408.61 | 39 | < 0.1% |
| 1403.72 | 39 | < 0.1% |
| 1398.67 | 39 | < 0.1% |
| 1406.56 | 39 | < 0.1% |
| 1398.12 | 38 | < 0.1% |
| 1402.96 | 38 | < 0.1% |
| 1403.75 | 38 | < 0.1% |
| 1403.33 | 38 | < 0.1% |
| Other values (20572) | 159971 |
| Value | Count | Frequency (%) |
| 1023.77 | 1 | |
| 1024.42 | 1 | |
| 1025.52 | 1 | |
| 1025.75 | 1 | |
| 1025.96 | 1 | |
| 1026.47 | 1 | |
| 1026.53 | 1 | |
| 1026.59 | 1 | |
| 1026.91 | 1 | |
| 1027.39 | 1 |
| Value | Count | Frequency (%) |
| 1441.49 | 1 | |
| 1441.16 | 1 | |
| 1440.77 | 1 | |
| 1439.98 | 1 | |
| 1439.48 | 1 | |
| 1439.23 | 1 | |
| 1439.12 | 1 | |
| 1439.09 | 1 | |
| 1438.96 | 1 | |
| 1438.51 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.894999408 |
| Minimum | 3.91 |
|---|---|
| Maximum | 14.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 3.91 |
|---|---|
| 5-th percentile | 3.91 |
| Q1 | 5.48 |
| median | 9.35 |
| Q3 | 14.62 |
| 95-th percentile | 14.62 |
| Maximum | 14.62 |
| Range | 10.71 |
| Interquartile range (IQR) | 9.14 |
Descriptive statistics
| Standard deviation | 4.265554481 |
|---|---|
| Coefficient of variation (CV) | 0.4310818329 |
| Kurtosis | -1.57026665 |
| Mean | 9.894999408 |
| Median Absolute Deviation (MAD) | 5.27 |
| Skewness | -0.1166639033 |
| Sum | 1586752.21 |
| Variance | 18.19495503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.62 | 62633 | |
| 3.91 | 28853 | |
| 10.52 | 17320 | 10.8% |
| 9.35 | 17213 | 10.7% |
| 5.48 | 17199 | 10.7% |
| 7.05 | 17141 | 10.7% |
| Value | Count | Frequency (%) |
| 3.91 | 28853 | |
| 5.48 | 17199 | 10.7% |
| 7.05 | 17141 | 10.7% |
| 9.35 | 17213 | 10.7% |
| 10.52 | 17320 | 10.8% |
| 14.62 | 62633 |
| Value | Count | Frequency (%) |
| 14.62 | 62633 | |
| 10.52 | 17320 | 10.8% |
| 9.35 | 17213 | 10.7% |
| 7.05 | 17141 | 10.7% |
| 5.48 | 17199 | 10.7% |
| 3.91 | 28853 |
| Distinct | 56 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.4249353 |
| Minimum | 5.67 |
|---|---|
| Maximum | 21.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 5.67 |
|---|---|
| 5-th percentile | 5.71 |
| Q1 | 8 |
| median | 13.66 |
| Q3 | 21.61 |
| 95-th percentile | 21.61 |
| Maximum | 21.61 |
| Range | 15.94 |
| Interquartile range (IQR) | 13.61 |
Descriptive statistics
| Standard deviation | 6.443922376 |
|---|---|
| Coefficient of variation (CV) | 0.4467210592 |
| Kurtosis | -1.638001397 |
| Mean | 14.4249353 |
| Median Absolute Deviation (MAD) | 7.93 |
| Skewness | -0.0742543589 |
| Sum | 2313168.2 |
| Variance | 41.52413559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.61 | 45423 | |
| 8 | 12991 | 8.1% |
| 5.72 | 12532 | 7.8% |
| 5.71 | 11336 | 7.1% |
| 9.03 | 9894 | 6.2% |
| 15.49 | 9219 | 5.7% |
| 13.66 | 8570 | 5.3% |
| 21.6 | 5450 | 3.4% |
| 13.65 | 4924 | 3.1% |
| 15.5 | 4259 | 2.7% |
| Other values (46) | 35761 |
| Value | Count | Frequency (%) |
| 5.67 | 4 | < 0.1% |
| 5.68 | 195 | 0.1% |
| 5.69 | 2319 | 1.4% |
| 5.7 | 2467 | 1.5% |
| 5.71 | 11336 | |
| 5.72 | 12532 | |
| 7.95 | 57 | < 0.1% |
| 7.96 | 371 | 0.2% |
| 7.97 | 1300 | 0.8% |
| 7.98 | 873 | 0.5% |
| Value | Count | Frequency (%) |
| 21.61 | 45423 | |
| 21.6 | 5450 | 3.4% |
| 21.59 | 2659 | 1.7% |
| 21.58 | 4028 | 2.5% |
| 21.57 | 3880 | 2.4% |
| 21.56 | 906 | 0.6% |
| 21.55 | 104 | 0.1% |
| 21.54 | 32 | < 0.1% |
| 21.53 | 26 | < 0.1% |
| 21.52 | 24 | < 0.1% |
| Distinct | 6311 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 359.7299676 |
| Minimum | 136.17 |
|---|---|
| Maximum | 570.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 136.17 |
|---|---|
| 5-th percentile | 138.37 |
| Q1 | 175.71 |
| median | 341.69 |
| Q3 | 553.29 |
| 95-th percentile | 556.26 |
| Maximum | 570.81 |
| Range | 434.64 |
| Interquartile range (IQR) | 377.58 |
Descriptive statistics
| Standard deviation | 174.133835 |
|---|---|
| Coefficient of variation (CV) | 0.4840681919 |
| Kurtosis | -1.703357546 |
| Mean | 359.7299676 |
| Median Absolute Deviation (MAD) | 202.86 |
| Skewness | -0.03923754329 |
| Sum | 57685937.88 |
| Variance | 30322.5925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 138.61 | 258 | 0.2% |
| 553.76 | 257 | 0.2% |
| 553.58 | 255 | 0.2% |
| 553.9 | 252 | 0.2% |
| 553.62 | 247 | 0.2% |
| 553.72 | 247 | 0.2% |
| 553.54 | 244 | 0.2% |
| 553.91 | 243 | 0.2% |
| 553.47 | 239 | 0.1% |
| 553.56 | 239 | 0.1% |
| Other values (6301) | 157878 |
| Value | Count | Frequency (%) |
| 136.17 | 1 | < 0.1% |
| 136.31 | 1 | < 0.1% |
| 136.38 | 1 | < 0.1% |
| 136.43 | 1 | < 0.1% |
| 136.45 | 1 | < 0.1% |
| 136.5 | 1 | < 0.1% |
| 136.51 | 1 | < 0.1% |
| 136.54 | 1 | < 0.1% |
| 136.56 | 1 | < 0.1% |
| 136.57 | 3 |
| Value | Count | Frequency (%) |
| 570.81 | 1 | |
| 570.49 | 1 | |
| 570.23 | 1 | |
| 570.22 | 1 | |
| 570 | 1 | |
| 569.77 | 1 | |
| 569.74 | 2 | |
| 569.73 | 1 | |
| 569.7 | 1 | |
| 569.69 | 2 |
| Distinct | 1163 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.829707 |
| Minimum | 1914.72 |
|---|---|
| Maximum | 2388.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1914.72 |
|---|---|
| 5-th percentile | 1915.36 |
| Q1 | 2212.12 |
| median | 2319.37 |
| Q3 | 2388.05 |
| 95-th percentile | 2388.19 |
| Maximum | 2388.64 |
| Range | 473.92 |
| Interquartile range (IQR) | 175.93 |
Descriptive statistics
| Standard deviation | 142.4266133 |
|---|---|
| Coefficient of variation (CV) | 0.0626373263 |
| Kurtosis | 1.459525482 |
| Mean | 2273.829707 |
| Median Absolute Deviation (MAD) | 68.77 |
| Skewness | -1.513315638 |
| Sum | 364629058 |
| Variance | 20285.34018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388.08 | 2949 | 1.8% |
| 2388.09 | 2944 | 1.8% |
| 2388.07 | 2935 | 1.8% |
| 2388.1 | 2857 | 1.8% |
| 2388.06 | 2841 | 1.8% |
| 2388.05 | 2822 | 1.8% |
| 2388.11 | 2788 | 1.7% |
| 2388.04 | 2688 | 1.7% |
| 2388.12 | 2686 | 1.7% |
| 2388.13 | 2535 | 1.6% |
| Other values (1153) | 132314 |
| Value | Count | Frequency (%) |
| 1914.72 | 1 | < 0.1% |
| 1914.77 | 1 | < 0.1% |
| 1914.78 | 1 | < 0.1% |
| 1914.79 | 2 | |
| 1914.8 | 2 | |
| 1914.82 | 1 | < 0.1% |
| 1914.83 | 4 | |
| 1914.84 | 1 | < 0.1% |
| 1914.85 | 3 | |
| 1914.86 | 2 |
| Value | Count | Frequency (%) |
| 2388.64 | 1 | < 0.1% |
| 2388.6 | 5 | < 0.1% |
| 2388.59 | 9 | < 0.1% |
| 2388.58 | 6 | < 0.1% |
| 2388.57 | 5 | < 0.1% |
| 2388.56 | 21 | |
| 2388.55 | 25 | |
| 2388.54 | 28 | |
| 2388.53 | 44 | |
| 2388.52 | 43 |
| Distinct | 34161 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8677.553696 |
| Minimum | 7984.51 |
|---|---|
| Maximum | 9244.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 7984.51 |
|---|---|
| 5-th percentile | 8011.48 |
| Q1 | 8334.77 |
| median | 8764.2 |
| Q3 | 9055.85 |
| 95-th percentile | 9081.91 |
| Maximum | 9244.59 |
| Range | 1260.08 |
| Interquartile range (IQR) | 721.08 |
Descriptive statistics
| Standard deviation | 374.6574536 |
|---|---|
| Coefficient of variation (CV) | 0.04317546935 |
| Kurtosis | -1.300061206 |
| Mean | 8677.553696 |
| Median Absolute Deviation (MAD) | 304.12 |
| Skewness | -0.3722038082 |
| Sum | 1391523833 |
| Variance | 140368.2076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9063.22 | 37 | < 0.1% |
| 9058.88 | 35 | < 0.1% |
| 9057.55 | 34 | < 0.1% |
| 9055.79 | 33 | < 0.1% |
| 9052.98 | 33 | < 0.1% |
| 9056.38 | 33 | < 0.1% |
| 9064.48 | 33 | < 0.1% |
| 9064.79 | 32 | < 0.1% |
| 9057.02 | 32 | < 0.1% |
| 9060.98 | 32 | < 0.1% |
| Other values (34151) | 160025 |
| Value | Count | Frequency (%) |
| 7984.51 | 1 | |
| 7984.59 | 1 | |
| 7985.18 | 1 | |
| 7985.56 | 1 | |
| 7986.72 | 1 | |
| 7987.18 | 1 | |
| 7987.93 | 1 | |
| 7988.07 | 1 | |
| 7988.08 | 1 | |
| 7988.35 | 1 |
| Value | Count | Frequency (%) |
| 9244.59 | 1 | |
| 9239.76 | 1 | |
| 9234.35 | 1 | |
| 9228.91 | 1 | |
| 9228.53 | 1 | |
| 9228.33 | 1 | |
| 9226.6 | 1 | |
| 9224.87 | 1 | |
| 9224.53 | 1 | |
| 9223.56 | 1 |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.153704812 |
| Minimum | 0.93 |
|---|---|
| Maximum | 1.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0.93 |
|---|---|
| 5-th percentile | 0.94 |
| Q1 | 1.02 |
| median | 1.09 |
| Q3 | 1.3 |
| 95-th percentile | 1.3 |
| Maximum | 1.32 |
| Range | 0.39 |
| Interquartile range (IQR) | 0.28 |
Descriptive statistics
| Standard deviation | 0.1421029466 |
|---|---|
| Coefficient of variation (CV) | 0.123170975 |
| Kurtosis | -1.744087099 |
| Mean | 1.153704812 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -0.1343680262 |
| Sum | 185006.95 |
| Variance | 0.02019324743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3 | 58624 | |
| 1.02 | 38930 | |
| 0.94 | 16770 | 10.5% |
| 1.26 | 16383 | 10.2% |
| 1.08 | 12257 | 7.6% |
| 1.03 | 4651 | 2.9% |
| 1.07 | 4325 | 2.7% |
| 1.31 | 3778 | 2.4% |
| 1.04 | 1227 | 0.8% |
| 1.01 | 794 | 0.5% |
| Other values (11) | 2620 | 1.6% |
| Value | Count | Frequency (%) |
| 0.93 | 347 | 0.2% |
| 0.94 | 16770 | |
| 0.95 | 24 | < 0.1% |
| 1.01 | 794 | 0.5% |
| 1.02 | 38930 | |
| 1.03 | 4651 | 2.9% |
| 1.04 | 1227 | 0.8% |
| 1.05 | 448 | 0.3% |
| 1.06 | 2 | < 0.1% |
| 1.07 | 4325 | 2.7% |
| Value | Count | Frequency (%) |
| 1.32 | 215 | 0.1% |
| 1.31 | 3778 | 2.4% |
| 1.3 | 58624 | |
| 1.29 | 16 | < 0.1% |
| 1.28 | 5 | < 0.1% |
| 1.27 | 769 | 0.5% |
| 1.26 | 16383 | 10.2% |
| 1.25 | 163 | 0.1% |
| 1.1 | 69 | < 0.1% |
| 1.09 | 562 | 0.4% |
| Distinct | 771 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.2120494 |
| Minimum | 36.04 |
|---|---|
| Maximum | 48.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 36.04 |
|---|---|
| 5-th percentile | 36.71 |
| Q1 | 42.01 |
| median | 44.93 |
| Q3 | 47.34 |
| 95-th percentile | 47.83 |
| Maximum | 48.53 |
| Range | 12.49 |
| Interquartile range (IQR) | 5.33 |
Descriptive statistics
| Standard deviation | 3.426342183 |
|---|---|
| Coefficient of variation (CV) | 0.07749792713 |
| Kurtosis | -0.1772750161 |
| Mean | 44.2120494 |
| Median Absolute Deviation (MAD) | 2.61 |
| Skewness | -0.8376560865 |
| Sum | 7089800.03 |
| Variance | 11.73982075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.34 | 902 | 0.6% |
| 47.45 | 878 | 0.5% |
| 47.38 | 878 | 0.5% |
| 47.3 | 864 | 0.5% |
| 47.48 | 853 | 0.5% |
| 47.36 | 847 | 0.5% |
| 47.43 | 847 | 0.5% |
| 47.29 | 843 | 0.5% |
| 47.37 | 843 | 0.5% |
| 47.28 | 842 | 0.5% |
| Other values (761) | 151762 |
| Value | Count | Frequency (%) |
| 36.04 | 1 | < 0.1% |
| 36.07 | 1 | < 0.1% |
| 36.08 | 1 | < 0.1% |
| 36.1 | 2 | < 0.1% |
| 36.11 | 2 | < 0.1% |
| 36.14 | 3 | < 0.1% |
| 36.15 | 6 | |
| 36.16 | 5 | |
| 36.17 | 7 | |
| 36.18 | 9 |
| Value | Count | Frequency (%) |
| 48.53 | 1 | < 0.1% |
| 48.52 | 1 | < 0.1% |
| 48.51 | 1 | < 0.1% |
| 48.48 | 1 | < 0.1% |
| 48.44 | 2 | < 0.1% |
| 48.43 | 3 | |
| 48.41 | 6 | |
| 48.4 | 6 | |
| 48.39 | 4 | |
| 48.38 | 4 |
| Distinct | 5982 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 338.7898206 |
| Minimum | 128.31 |
|---|---|
| Maximum | 537.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 128.31 |
|---|---|
| 5-th percentile | 130.35 |
| Q1 | 164.79 |
| median | 321.69 |
| Q3 | 521.34 |
| 95-th percentile | 524.05 |
| Maximum | 537.49 |
| Range | 409.18 |
| Interquartile range (IQR) | 356.55 |
Descriptive statistics
| Standard deviation | 164.1934804 |
|---|---|
| Coefficient of variation (CV) | 0.4846470303 |
| Kurtosis | -1.703998573 |
| Mean | 338.7898206 |
| Median Absolute Deviation (MAD) | 190.99 |
| Skewness | -0.03864897321 |
| Sum | 54327996.84 |
| Variance | 26959.49902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 521.69 | 302 | 0.2% |
| 130.56 | 301 | 0.2% |
| 130.57 | 299 | 0.2% |
| 521.46 | 295 | 0.2% |
| 130.65 | 294 | 0.2% |
| 130.52 | 288 | 0.2% |
| 521.42 | 288 | 0.2% |
| 521.66 | 283 | 0.2% |
| 130.54 | 283 | 0.2% |
| 130.59 | 283 | 0.2% |
| Other values (5972) | 157443 |
| Value | Count | Frequency (%) |
| 128.31 | 1 | < 0.1% |
| 128.45 | 1 | < 0.1% |
| 128.46 | 1 | < 0.1% |
| 128.54 | 2 | |
| 128.56 | 1 | < 0.1% |
| 128.57 | 1 | < 0.1% |
| 128.58 | 1 | < 0.1% |
| 128.59 | 2 | |
| 128.62 | 3 | |
| 128.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 537.49 | 1 | < 0.1% |
| 537.4 | 1 | < 0.1% |
| 537.35 | 1 | < 0.1% |
| 537.3 | 1 | < 0.1% |
| 537.11 | 1 | < 0.1% |
| 537.06 | 1 | < 0.1% |
| 536.82 | 3 | |
| 536.81 | 2 | |
| 536.8 | 1 | < 0.1% |
| 536.78 | 1 | < 0.1% |
| Distinct | 567 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2349.645243 |
| Minimum | 2027.57 |
|---|---|
| Maximum | 2390.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 2027.57 |
|---|---|
| 5-th percentile | 2028.25 |
| Q1 | 2387.97 |
| median | 2388.07 |
| Q3 | 2388.16 |
| 95-th percentile | 2388.4 |
| Maximum | 2390.49 |
| Range | 362.92 |
| Interquartile range (IQR) | 0.19 |
Descriptive statistics
| Standard deviation | 111.1672423 |
|---|---|
| Coefficient of variation (CV) | 0.04731235178 |
| Kurtosis | 4.475126672 |
| Mean | 2349.645243 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -2.544608793 |
| Sum | 376786761.5 |
| Variance | 12358.15576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388.09 | 5257 | 3.3% |
| 2388.1 | 5232 | 3.3% |
| 2388.07 | 5205 | 3.2% |
| 2388.08 | 5143 | 3.2% |
| 2388.11 | 5031 | 3.1% |
| 2388.06 | 5028 | 3.1% |
| 2388.05 | 4934 | 3.1% |
| 2388.12 | 4913 | 3.1% |
| 2388.04 | 4656 | 2.9% |
| 2388.13 | 4483 | 2.8% |
| Other values (557) | 110477 |
| Value | Count | Frequency (%) |
| 2027.57 | 1 | < 0.1% |
| 2027.6 | 1 | < 0.1% |
| 2027.61 | 2 | |
| 2027.64 | 1 | < 0.1% |
| 2027.65 | 1 | < 0.1% |
| 2027.66 | 1 | < 0.1% |
| 2027.67 | 2 | |
| 2027.69 | 4 | |
| 2027.7 | 2 | |
| 2027.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2390.49 | 1 | |
| 2390.48 | 1 | |
| 2390.39 | 1 | |
| 2390.38 | 1 | |
| 2390.32 | 1 | |
| 2390.28 | 1 | |
| 2390.27 | 1 | |
| 2390.24 | 1 | |
| 2390.23 | 1 | |
| 2390.21 | 1 |
| Distinct | 20090 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8088.950972 |
| Minimum | 7845.78 |
|---|---|
| Maximum | 8293.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 7845.78 |
|---|---|
| 5-th percentile | 7875.22 |
| Q1 | 8070.53 |
| median | 8118.59 |
| Q3 | 8139.41 |
| 95-th percentile | 8162.051 |
| Maximum | 8293.72 |
| Range | 447.94 |
| Interquartile range (IQR) | 68.88 |
Descriptive statistics
| Standard deviation | 80.62325701 |
|---|---|
| Coefficient of variation (CV) | 0.009967084395 |
| Kurtosis | 2.28395995 |
| Mean | 8088.950972 |
| Median Absolute Deviation (MAD) | 31.04 |
| Skewness | -1.733426856 |
| Sum | 1297136089 |
| Variance | 6500.109571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8140.01 | 49 | < 0.1% |
| 8138.89 | 48 | < 0.1% |
| 8138.76 | 46 | < 0.1% |
| 8140.6 | 45 | < 0.1% |
| 8143.61 | 44 | < 0.1% |
| 8141 | 43 | < 0.1% |
| 8138.31 | 43 | < 0.1% |
| 8135.85 | 42 | < 0.1% |
| 8136.57 | 42 | < 0.1% |
| 8142.44 | 42 | < 0.1% |
| Other values (20080) | 159915 |
| Value | Count | Frequency (%) |
| 7845.78 | 1 | |
| 7848.36 | 1 | |
| 7848.43 | 1 | |
| 7849.26 | 1 | |
| 7849.79 | 1 | |
| 7850.23 | 1 | |
| 7850.96 | 1 | |
| 7851.03 | 2 | |
| 7851.3 | 1 | |
| 7851.8 | 1 |
| Value | Count | Frequency (%) |
| 8293.72 | 1 | |
| 8290.55 | 1 | |
| 8290.25 | 1 | |
| 8289.63 | 1 | |
| 8288.26 | 1 | |
| 8282.5 | 1 | |
| 8279.86 | 1 | |
| 8279.79 | 1 | |
| 8278.39 | 1 | |
| 8277.76 | 1 |
| Distinct | 13124 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.054746852 |
| Minimum | 8.1563 |
|---|---|
| Maximum | 11.0669 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 8.1563 |
|---|---|
| 5-th percentile | 8.3584 |
| Q1 | 8.43925 |
| median | 9.0301 |
| Q3 | 9.3442 |
| 95-th percentile | 10.8963 |
| Maximum | 11.0669 |
| Range | 2.9106 |
| Interquartile range (IQR) | 0.90495 |
Descriptive statistics
| Standard deviation | 0.7515810269 |
|---|---|
| Coefficient of variation (CV) | 0.08300409047 |
| Kurtosis | 1.038994429 |
| Mean | 9.054746852 |
| Median Absolute Deviation (MAD) | 0.4945 |
| Skewness | 1.312525089 |
| Sum | 1452010.15 |
| Variance | 0.56487404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.4303 | 75 | < 0.1% |
| 8.4468 | 75 | < 0.1% |
| 8.4128 | 74 | < 0.1% |
| 8.4309 | 72 | < 0.1% |
| 8.4136 | 72 | < 0.1% |
| 8.4318 | 71 | < 0.1% |
| 8.4391 | 71 | < 0.1% |
| 8.4382 | 71 | < 0.1% |
| 8.4446 | 70 | < 0.1% |
| 8.4392 | 70 | < 0.1% |
| Other values (13114) | 159638 |
| Value | Count | Frequency (%) |
| 8.1563 | 1 | |
| 8.1757 | 1 | |
| 8.1787 | 1 | |
| 8.1793 | 1 | |
| 8.185 | 1 | |
| 8.1889 | 1 | |
| 8.1932 | 1 | |
| 8.1951 | 1 | |
| 8.1961 | 1 | |
| 8.1965 | 1 |
| Value | Count | Frequency (%) |
| 11.0669 | 1 | |
| 11.0663 | 1 | |
| 11.0657 | 1 | |
| 11.0645 | 1 | |
| 11.0642 | 1 | |
| 11.0572 | 1 | |
| 11.0547 | 1 | |
| 11.0545 | 1 | |
| 11.0537 | 2 | |
| 11.0534 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0.03 | |
|---|---|
| 0.02 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.02 |
|---|---|
| 2nd row | 0.02 |
| 3rd row | 0.02 |
| 4th row | 0.02 |
| 5th row | 0.02 |
Common Values
| Value | Count | Frequency (%) |
| 0.03 | 83152 | |
| 0.02 | 77207 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.03 | 83152 | |
| 0.02 | 77207 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 360.6988008 |
| Minimum | 302 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 302 |
|---|---|
| 5-th percentile | 307 |
| Q1 | 332 |
| median | 367 |
| Q3 | 392 |
| 95-th percentile | 395 |
| Maximum | 400 |
| Range | 98 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 31.02143012 |
|---|---|
| Coefficient of variation (CV) | 0.08600369629 |
| Kurtosis | -1.362355909 |
| Mean | 360.6988008 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | -0.342815659 |
| Sum | 57841299 |
| Variance | 962.3291266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 393 | 14527 | 9.1% |
| 392 | 14431 | 9.0% |
| 394 | 10281 | 6.4% |
| 391 | 8820 | 5.5% |
| 331 | 7931 | 4.9% |
| 330 | 7103 | 4.4% |
| 332 | 6879 | 4.3% |
| 333 | 6495 | 4.1% |
| 395 | 5973 | 3.7% |
| 334 | 5580 | 3.5% |
| Other values (48) | 72339 |
| Value | Count | Frequency (%) |
| 302 | 3 | < 0.1% |
| 303 | 38 | < 0.1% |
| 304 | 378 | 0.2% |
| 305 | 1694 | 1.1% |
| 306 | 3868 | |
| 307 | 4877 | |
| 308 | 3697 | |
| 309 | 1849 | 1.2% |
| 310 | 608 | 0.4% |
| 311 | 122 | 0.1% |
| Value | Count | Frequency (%) |
| 400 | 1 | < 0.1% |
| 399 | 20 | < 0.1% |
| 398 | 209 | 0.1% |
| 397 | 1158 | 0.7% |
| 396 | 3117 | 1.9% |
| 395 | 5973 | |
| 394 | 10281 | |
| 393 | 14527 | |
| 392 | 14431 | |
| 391 | 8820 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.754039 |
| Minimum | 1915 |
|---|---|
| Maximum | 2388 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1915 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 2212 |
| median | 2319 |
| Q3 | 2388 |
| 95-th percentile | 2388 |
| Maximum | 2388 |
| Range | 473 |
| Interquartile range (IQR) | 176 |
Descriptive statistics
| Standard deviation | 142.5131144 |
|---|---|
| Coefficient of variation (CV) | 0.06267745407 |
| Kurtosis | 1.464774864 |
| Mean | 2273.754039 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | -1.515307281 |
| Sum | 364616924 |
| Variance | 20309.98777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388 | 62633 | |
| 2212 | 28853 | |
| 2319 | 17320 | 10.8% |
| 2324 | 17213 | 10.7% |
| 2223 | 17199 | 10.7% |
| 1915 | 17141 | 10.7% |
| Value | Count | Frequency (%) |
| 1915 | 17141 | 10.7% |
| 2212 | 28853 | |
| 2223 | 17199 | 10.7% |
| 2319 | 17320 | 10.8% |
| 2324 | 17213 | 10.7% |
| 2388 | 62633 |
| Value | Count | Frequency (%) |
| 2388 | 62633 | |
| 2324 | 17213 | 10.7% |
| 2319 | 17320 | 10.8% |
| 2223 | 17199 | 10.7% |
| 2212 | 28853 | |
| 1915 | 17141 | 10.7% |
PCNfR_dmd
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 100.0 | |
|---|---|
| 84.93 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100.0 |
|---|---|
| 2nd row | 100.0 |
| 3rd row | 100.0 |
| 4th row | 100.0 |
| 5th row | 84.93 |
Common Values
| Value | Count | Frequency (%) |
| 100.0 | 143218 | |
| 84.93 | 17141 | 10.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 100.0 | 143218 | |
| 84.93 | 17141 | 10.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 676 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.94270855 |
| Minimum | 10.16 |
|---|---|
| Maximum | 39.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 10.16 |
|---|---|
| 5-th percentile | 10.54 |
| Q1 | 14.33 |
| median | 24.92 |
| Q3 | 38.82 |
| 95-th percentile | 39.16 |
| Maximum | 39.89 |
| Range | 29.73 |
| Interquartile range (IQR) | 24.49 |
Descriptive statistics
| Standard deviation | 11.69142189 |
|---|---|
| Coefficient of variation (CV) | 0.4506631168 |
| Kurtosis | -1.682443318 |
| Mean | 25.94270855 |
| Median Absolute Deviation (MAD) | 13.78 |
| Skewness | -0.06933399254 |
| Sum | 4160146.8 |
| Variance | 136.6893459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.92 | 1187 | 0.7% |
| 38.86 | 1176 | 0.7% |
| 38.89 | 1163 | 0.7% |
| 38.95 | 1157 | 0.7% |
| 38.91 | 1146 | 0.7% |
| 38.88 | 1146 | 0.7% |
| 38.87 | 1144 | 0.7% |
| 38.9 | 1139 | 0.7% |
| 38.83 | 1135 | 0.7% |
| 38.97 | 1132 | 0.7% |
| Other values (666) | 148834 |
| Value | Count | Frequency (%) |
| 10.16 | 1 | < 0.1% |
| 10.18 | 2 | < 0.1% |
| 10.19 | 2 | < 0.1% |
| 10.2 | 1 | < 0.1% |
| 10.21 | 2 | < 0.1% |
| 10.22 | 3 | |
| 10.23 | 6 | |
| 10.24 | 4 | |
| 10.25 | 1 | < 0.1% |
| 10.26 | 7 |
| Value | Count | Frequency (%) |
| 39.89 | 2 | < 0.1% |
| 39.85 | 1 | < 0.1% |
| 39.84 | 2 | < 0.1% |
| 39.82 | 4 | < 0.1% |
| 39.81 | 2 | < 0.1% |
| 39.8 | 2 | < 0.1% |
| 39.79 | 5 | |
| 39.78 | 8 | |
| 39.77 | 2 | < 0.1% |
| 39.76 | 11 |
| Distinct | 26659 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.56570042 |
| Minimum | 6.0105 |
|---|---|
| Maximum | 23.9505 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 6.0105 |
|---|---|
| 5-th percentile | 6.3217 |
| Q1 | 8.6013 |
| median | 14.9535 |
| Q3 | 23.2946 |
| 95-th percentile | 23.4957 |
| Maximum | 23.9505 |
| Range | 17.94 |
| Interquartile range (IQR) | 14.6933 |
Descriptive statistics
| Standard deviation | 7.015066959 |
|---|---|
| Coefficient of variation (CV) | 0.4506746736 |
| Kurtosis | -1.682372314 |
| Mean | 15.56570042 |
| Median Absolute Deviation (MAD) | 8.268 |
| Skewness | -0.06936640449 |
| Sum | 2496100.154 |
| Variance | 49.21116443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.3664 | 35 | < 0.1% |
| 23.3006 | 34 | < 0.1% |
| 23.3222 | 33 | < 0.1% |
| 23.4109 | 33 | < 0.1% |
| 23.3154 | 32 | < 0.1% |
| 23.3923 | 32 | < 0.1% |
| 23.3304 | 31 | < 0.1% |
| 23.3434 | 31 | < 0.1% |
| 23.272 | 31 | < 0.1% |
| 23.3247 | 31 | < 0.1% |
| Other values (26649) | 160036 |
| Value | Count | Frequency (%) |
| 6.0105 | 1 | |
| 6.0804 | 1 | |
| 6.0843 | 1 | |
| 6.0918 | 1 | |
| 6.1008 | 1 | |
| 6.1185 | 1 | |
| 6.129 | 1 | |
| 6.1376 | 1 | |
| 6.1408 | 1 | |
| 6.1427 | 1 |
| Value | Count | Frequency (%) |
| 23.9505 | 1 | |
| 23.9159 | 1 | |
| 23.9154 | 1 | |
| 23.9075 | 1 | |
| 23.9022 | 1 | |
| 23.8974 | 1 | |
| 23.8971 | 1 | |
| 23.894 | 1 | |
| 23.8881 | 2 | |
| 23.8879 | 1 |
| Distinct | 214 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.6626756 |
| Minimum | 128 |
|---|---|
| Maximum | 543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 128 |
|---|---|
| 5-th percentile | 154 |
| Q1 | 191 |
| median | 226 |
| Q3 | 285 |
| 95-th percentile | 392 |
| Maximum | 543 |
| Range | 415 |
| Interquartile range (IQR) | 94 |
Descriptive statistics
| Standard deviation | 76.47537933 |
|---|---|
| Coefficient of variation (CV) | 0.3113023952 |
| Kurtosis | 1.506209068 |
| Mean | 245.6626756 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 1.204509773 |
| Sum | 39394221 |
| Variance | 5848.483644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 194 | 2522 | 1.6% |
| 202 | 2424 | 1.5% |
| 184 | 2392 | 1.5% |
| 193 | 2123 | 1.3% |
| 297 | 2079 | 1.3% |
| 170 | 2040 | 1.3% |
| 205 | 1845 | 1.2% |
| 200 | 1800 | 1.1% |
| 199 | 1791 | 1.1% |
| 344 | 1720 | 1.1% |
| Other values (204) | 139623 |
| Value | Count | Frequency (%) |
| 128 | 384 | |
| 129 | 129 | 0.1% |
| 131 | 131 | 0.1% |
| 133 | 133 | 0.1% |
| 134 | 134 | 0.1% |
| 135 | 270 | |
| 136 | 136 | 0.1% |
| 137 | 274 | |
| 139 | 139 | 0.1% |
| 140 | 140 | 0.1% |
| Value | Count | Frequency (%) |
| 543 | 543 | |
| 525 | 525 | |
| 494 | 494 | |
| 491 | 491 | |
| 489 | 489 | |
| 481 | 481 | |
| 459 | 459 | |
| 457 | 457 | |
| 447 | 447 | |
| 446 | 446 |
| Distinct | 543 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.3313378 |
| Minimum | 0 |
|---|---|
| Maximum | 542 |
| Zeros | 709 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 56 |
| median | 113 |
| Q3 | 172 |
| 95-th percentile | 275 |
| Maximum | 542 |
| Range | 542 |
| Interquartile range (IQR) | 116 |
Descriptive statistics
| Standard deviation | 83.53814553 |
|---|---|
| Coefficient of variation (CV) | 0.6828842636 |
| Kurtosis | 0.8325328473 |
| Mean | 122.3313378 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.8471574213 |
| Sum | 19616931 |
| Variance | 6978.621759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 709 | 0.4% |
| 81 | 709 | 0.4% |
| 94 | 709 | 0.4% |
| 93 | 709 | 0.4% |
| 92 | 709 | 0.4% |
| 91 | 709 | 0.4% |
| 90 | 709 | 0.4% |
| 89 | 709 | 0.4% |
| 88 | 709 | 0.4% |
| 87 | 709 | 0.4% |
| Other values (533) | 153269 |
| Value | Count | Frequency (%) |
| 0 | 709 | |
| 1 | 709 | |
| 2 | 709 | |
| 3 | 709 | |
| 4 | 709 | |
| 5 | 709 | |
| 6 | 709 | |
| 7 | 709 | |
| 8 | 709 | |
| 9 | 709 |
| Value | Count | Frequency (%) |
| 542 | 1 | |
| 541 | 1 | |
| 540 | 1 | |
| 539 | 1 | |
| 538 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 535 | 1 | |
| 534 | 1 | |
| 533 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Unnamed: 0 | Unnamed: 0.1 | unit_ID | cycles | setting_1 | setting_2 | setting_3 | T2 | T24 | T30 | T50 | P2 | P15 | P30 | Nf | Nc | epr | Ps30 | phi | NRf | NRc | BPR | farB | htBleed | Nf_dmd | PCNfR_dmd | W31 | W32 | failure | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 1 | 1 | 42.0049 | 0.8400 | 100.0 | 445.00 | 549.68 | 1343.43 | 1112.93 | 3.91 | 5.70 | 137.36 | 2211.86 | 8311.32 | 1.01 | 41.69 | 129.78 | 2387.99 | 8074.83 | 9.3335 | 0.02 | 330 | 2212 | 100.00 | 10.62 | 6.3670 | 321 | 320 |
| 1 | 1 | 1 | 1 | 2 | 20.0020 | 0.7002 | 100.0 | 491.19 | 606.07 | 1477.61 | 1237.50 | 9.35 | 13.61 | 332.10 | 2323.66 | 8713.60 | 1.07 | 43.94 | 312.59 | 2387.73 | 8046.13 | 9.1913 | 0.02 | 361 | 2324 | 100.00 | 24.37 | 14.6552 | 321 | 319 |
| 2 | 2 | 2 | 1 | 3 | 42.0038 | 0.8409 | 100.0 | 445.00 | 548.95 | 1343.12 | 1117.05 | 3.91 | 5.69 | 138.18 | 2211.92 | 8306.69 | 1.01 | 41.66 | 129.62 | 2387.97 | 8066.62 | 9.4007 | 0.02 | 329 | 2212 | 100.00 | 10.48 | 6.4213 | 321 | 318 |
| 3 | 3 | 3 | 1 | 4 | 42.0000 | 0.8400 | 100.0 | 445.00 | 548.70 | 1341.24 | 1118.03 | 3.91 | 5.70 | 137.98 | 2211.88 | 8312.35 | 1.02 | 41.68 | 129.80 | 2388.02 | 8076.05 | 9.3369 | 0.02 | 328 | 2212 | 100.00 | 10.54 | 6.4176 | 321 | 317 |
| 4 | 4 | 4 | 1 | 5 | 25.0063 | 0.6207 | 60.0 | 462.54 | 536.10 | 1255.23 | 1033.59 | 7.05 | 9.00 | 174.82 | 1915.22 | 7994.94 | 0.93 | 36.48 | 164.11 | 2028.08 | 7865.80 | 10.8366 | 0.02 | 305 | 1915 | 84.93 | 14.03 | 8.6754 | 321 | 316 |
| 5 | 5 | 5 | 1 | 6 | 34.9996 | 0.8400 | 100.0 | 449.44 | 554.77 | 1352.87 | 1117.01 | 5.48 | 7.97 | 193.82 | 2222.77 | 8340.00 | 1.02 | 41.44 | 181.90 | 2387.87 | 8054.10 | 9.3346 | 0.02 | 330 | 2223 | 100.00 | 14.91 | 8.9057 | 321 | 315 |
| 6 | 6 | 6 | 1 | 7 | 0.0019 | 0.0001 | 100.0 | 518.67 | 641.83 | 1583.47 | 1393.89 | 14.62 | 21.58 | 552.45 | 2387.92 | 9050.50 | 1.30 | 46.94 | 520.48 | 2387.89 | 8127.92 | 8.3960 | 0.03 | 391 | 2388 | 100.00 | 38.93 | 23.4578 | 321 | 314 |
| 7 | 7 | 7 | 1 | 8 | 41.9981 | 0.8400 | 100.0 | 445.00 | 549.05 | 1344.16 | 1110.77 | 3.91 | 5.69 | 137.13 | 2211.92 | 8307.28 | 1.01 | 41.60 | 129.65 | 2387.97 | 8075.99 | 9.3679 | 0.02 | 329 | 2212 | 100.00 | 10.55 | 6.2787 | 321 | 313 |
| 8 | 8 | 8 | 1 | 9 | 42.0016 | 0.8400 | 100.0 | 445.00 | 549.55 | 1342.85 | 1101.67 | 3.91 | 5.70 | 138.02 | 2211.90 | 8307.81 | 1.02 | 41.44 | 129.65 | 2388.00 | 8071.13 | 9.3384 | 0.02 | 328 | 2212 | 100.00 | 10.63 | 6.3055 | 321 | 312 |
| 9 | 9 | 9 | 1 | 10 | 25.0019 | 0.6217 | 60.0 | 462.54 | 536.35 | 1251.91 | 1041.37 | 7.05 | 9.01 | 174.70 | 1915.23 | 8005.83 | 0.94 | 36.24 | 164.08 | 2028.13 | 7869.41 | 10.9141 | 0.02 | 305 | 1915 | 84.93 | 14.34 | 8.6119 | 321 | 311 |
Last rows
| Unnamed: 0 | Unnamed: 0.1 | unit_ID | cycles | setting_1 | setting_2 | setting_3 | T2 | T24 | T30 | T50 | P2 | P15 | P30 | Nf | Nc | epr | Ps30 | phi | NRf | NRc | BPR | farB | htBleed | Nf_dmd | PCNfR_dmd | W31 | W32 | failure | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160349 | 160349 | 53749 | 260 | 307 | 0.0001 | 0.0000 | 100.0 | 518.67 | 643.23 | 1598.43 | 1428.33 | 14.62 | 21.61 | 551.75 | 2388.12 | 9186.00 | 1.30 | 48.12 | 519.87 | 2388.09 | 8237.52 | 8.5246 | 0.03 | 395 | 2388 | 100.00 | 38.82 | 23.1135 | 316 | 9 |
| 160350 | 160350 | 53750 | 260 | 308 | 25.0064 | 0.6200 | 60.0 | 462.54 | 537.00 | 1265.57 | 1062.83 | 7.05 | 9.03 | 175.85 | 1917.16 | 8105.08 | 0.94 | 37.22 | 164.21 | 2030.10 | 7961.47 | 11.0645 | 0.02 | 309 | 1915 | 84.93 | 14.28 | 8.4947 | 316 | 8 |
| 160351 | 160351 | 53751 | 260 | 309 | 42.0076 | 0.8415 | 100.0 | 445.00 | 550.75 | 1372.11 | 1144.78 | 3.91 | 5.72 | 139.48 | 2213.75 | 8437.70 | 1.03 | 42.72 | 130.80 | 2389.94 | 8191.45 | 9.3880 | 0.02 | 334 | 2212 | 100.00 | 10.59 | 6.3241 | 316 | 7 |
| 160352 | 160352 | 53752 | 260 | 310 | 10.0008 | 0.2513 | 100.0 | 489.05 | 605.35 | 1519.89 | 1329.37 | 10.52 | 15.50 | 392.55 | 2319.17 | 8902.52 | 1.26 | 46.02 | 370.98 | 2388.43 | 8240.41 | 8.7352 | 0.03 | 373 | 2319 | 100.00 | 28.36 | 16.9443 | 316 | 6 |
| 160353 | 160353 | 53753 | 260 | 311 | 0.0015 | 0.0010 | 100.0 | 518.67 | 644.15 | 1604.81 | 1427.53 | 14.62 | 21.61 | 552.02 | 2388.13 | 9184.23 | 1.30 | 48.14 | 520.58 | 2388.14 | 8246.20 | 8.5303 | 0.03 | 396 | 2388 | 100.00 | 38.46 | 23.1252 | 316 | 5 |
| 160354 | 160354 | 53754 | 260 | 312 | 20.0037 | 0.7000 | 100.0 | 491.19 | 608.79 | 1495.60 | 1269.51 | 9.35 | 13.66 | 334.00 | 2324.92 | 8852.27 | 1.07 | 44.72 | 314.05 | 2389.02 | 8169.64 | 9.3035 | 0.03 | 369 | 2324 | 100.00 | 24.36 | 14.5189 | 316 | 4 |
| 160355 | 160355 | 53755 | 260 | 313 | 10.0022 | 0.2510 | 100.0 | 489.05 | 605.81 | 1514.32 | 1324.12 | 10.52 | 15.50 | 392.46 | 2319.17 | 8915.86 | 1.26 | 46.08 | 371.22 | 2388.42 | 8245.36 | 8.7586 | 0.03 | 374 | 2319 | 100.00 | 28.10 | 16.9454 | 316 | 3 |
| 160356 | 160356 | 53756 | 260 | 314 | 25.0041 | 0.6200 | 60.0 | 462.54 | 537.48 | 1276.24 | 1057.92 | 7.05 | 9.04 | 175.11 | 1917.37 | 8114.33 | 0.94 | 37.14 | 163.74 | 2030.33 | 7971.25 | 11.0657 | 0.02 | 310 | 1915 | 84.93 | 14.19 | 8.5503 | 316 | 2 |
| 160357 | 160357 | 53757 | 260 | 315 | 25.0033 | 0.6220 | 60.0 | 462.54 | 537.84 | 1272.95 | 1066.30 | 7.05 | 9.04 | 174.81 | 1917.36 | 8112.63 | 0.94 | 37.32 | 164.37 | 2030.35 | 7972.47 | 11.0537 | 0.02 | 311 | 1915 | 84.93 | 14.05 | 8.3729 | 316 | 1 |
| 160358 | 160358 | 53758 | 260 | 316 | 35.0036 | 0.8400 | 100.0 | 449.44 | 556.64 | 1374.61 | 1145.52 | 5.48 | 8.01 | 194.33 | 2225.12 | 8478.44 | 1.02 | 42.50 | 183.09 | 2390.38 | 8185.35 | 9.3998 | 0.02 | 338 | 2223 | 100.00 | 14.75 | 8.8446 | 316 | 0 |